2 results about "Graduate students" patented technology

A computer-based system for determining the degree of conformity with a graduate profile of an academic program based on academic performance data, wherein the system comprises the following: a communication interface unit configured to receive academic data from remote computer terminals connected to an academic unit via a communication network; a storage unit that is operationally connected to the communication interface unit and is configured to store graduate profile data, training area identifiers, subject identifiers, semester identifiers and subject grade values; a profile processing unit connected to the storage unit and configured to generate an education area data matrix by storing a variety of education areas for graduate profiles in the storage unit, each education area corresponding to a competency area associated with the completion of the academic program; a curriculum mapping processing unit coupled to the storage unit, configured to generate a mapping table between subjects and training areas by mapping each subject of a curriculum to at least one training area for graduate profiles stored in the storage unit; a grade processing unit connected to the communication interface unit and the storage unit, configured to receive semester grade values ​​corresponding to subjects in the curriculum and to generate a semester grade record by storing the received grade values ​​in the storage unit along with subject and semester identifiers; a contribution calculation unit connected to and configured with the storage unit, which generates a student contribution matrix representing the proportional contribution values ​​of the students in relation to the respective training areas of the university profile; a semester assessment unit configured to determine a semester performance value for each area of ​​study within the graduate profile, based on the subject contribution matrix and the semester grade data set; and A control unit connected to the semester assessment unit and configured to determine a cumulative conformance score representing the overall degree of attainment of the graduate profile over several semesters, wherein the contribution calculation unit is configured to generate the subject contribution matrix using a matrix generation circuit that stores subject identifiers along a first dimension and identifiers of the graduate profile's areas of study along a second dimension of the matrix, each matrix element representing a proportional contribution value corresponding to a subject's participation in a respective area of ​​study, and wherein the control unit is configured to classify the cumulative conformance score into a variety of predefined conformance levels based on stored threshold ranges representing the graduate profile's performance categories.

This invention discloses a big data management system and method for the entire process of postgraduate training, relating to the field of data management. It includes a multi-source assessment data collection module, an assessment weakness identification and monitoring module, a related literature matching and recommendation module, a multi-weak-area assessment trajectory monitoring module, a periodic tutor comprehensive evaluation collection module, a learning process feedback and push module, and an information management platform. The system pre-collects multi-source assessment scores for each postgraduate student, divides each assessment node into blocks according to different assessment content, performs refined identification and quantitative evaluation of weakness areas in each block, and simultaneously implements personalized literature recommendations based on the assessment content of the weak areas and dynamic monitoring of weak areas under continuous assessment nodes, quantifying the degree of improvement of weak areas under continuous assessment nodes. Combined with periodic tutor evaluation data for postgraduate students, it achieves intelligent monitoring of the postgraduate training process.